Probabilistic Rollouts for Learning Curve Extrapolation Across Hyperparameter Settings.

Matilde Gargiani Aaron Klein Stefan Falkner Frank Hutter

Published in: CoRR (2019)

Keyphrases

learning curve
learning effect
learning curves
bayes optimal
probabilistic model
model selection
bayesian networks
databases
software development
software developers
dynamic pricing